Dataset info
| Number of variables | 38 |
|---|---|
| Number of observations | 113 |
| Missing cells | 78 (1.8%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 33.7 KiB |
| Average record size in memory | 305.1 B |
Variables types
| Numeric | 14 |
|---|---|
| Categorical | 14 |
| Boolean | 8 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 2 |
| Unsupported | 0 |
Warnings
busPriority has 4 (3.5%) missing values | Missing |
duration is highly correlated with distance (ρ = 0.9198078714) | Rejected |
evPriority has 14 (12.4%) missing values | Missing |
hasLicence has 2 (1.8%) missing values | Missing |
mapHelp has 18 (15.9%) missing values | Missing |
pedCycleFreq has 2 (1.8%) missing values | Missing |
rank_lgv is highly correlated with rank_hgv (ρ = 0.9454232014) | Rejected |
sharedPriority has 17 (15.0%) missing values | Missing |
tlGripe has 11 (9.7%) missing values | Missing |
tradePriority has 5 (4.4%) missing values | Missing |
age
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 25-39 | |
|---|---|
| 40-59 | |
| 60+ | 12 |
| Value | Count | Frequency (%) | |
| 25-39 | 70 | 61.9% | |
| 40-59 | 24 | 21.2% | |
| 60+ | 12 | 10.6% | |
| 18-24 | 7 | 6.2% |
| Max length | 5 |
|---|---|
| Mean length | 4.787610619 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
busPriority
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 3.5% |
| Missing (n) | 4 |
| YES | |
|---|---|
| NO | |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| YES | 86 | 76.1% | |
| NO | 23 | 20.4% | |
| (Missing) | 4 | 3.5% |
deliveryMode
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 6.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| APP | |
|---|---|
| BUILTIN | |
| THIRDPARTY | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| APP | 39 | 34.5% | |
| BUILTIN | 36 | 31.9% | |
| THIRDPARTY | 22 | 19.5% | |
| NOSHARE | 13 | 11.5% | |
| OTHER: sensors at the roadside? | 1 | 0.9% | |
| OTHER: Computer vision system at traffic lights | 1 | 0.9% | |
| OTHER: System built in but has full security / privacy controls from either a connected smartphone or other interface. | 1 | 0.9% |
| Max length | 118 |
|---|---|
| Mean length | 7.752212389 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
distance
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.89380531 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.378164099 |
|---|---|
| Coef of variation | 0.3539375981 |
| Kurtosis | -0.5394753415 |
| Mean | 3.89380531 |
| MAD | 1.155454617 |
| Skewness | -0.930938938 |
| Sum | 440 |
| Variance | 1.899336283 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 57 | 50.4% | |
| 4 | 21 | 18.6% | |
| 2 | 14 | 12.4% | |
| 3 | 11 | 9.7% | |
| 1 | 10 | 8.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 8.8% | |
| 2 | 14 | 12.4% | |
| 3 | 11 | 9.7% | |
| 4 | 21 | 18.6% | |
| 5 | 57 | 50.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 57 | 50.4% | |
| 4 | 21 | 18.6% | |
| 3 | 11 | 9.7% | |
| 2 | 14 | 12.4% | |
| 1 | 10 | 8.8% |
duration
Highly correlated
This variable is highly correlated with distance and should be ignored for analysis
| Correlation | 0.9198078714 |
|---|
education
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| MASTERS | |
|---|---|
| DOCTORATE | |
| BACHELORS | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| MASTERS | 47 | 41.6% | |
| DOCTORATE | 29 | 25.7% | |
| BACHELORS | 27 | 23.9% | |
| DIPLOMA | 6 | 5.3% | |
| HIGHSCHOOL | 3 | 2.7% | |
| OTHER | 1 | 0.9% |
| Max length | 10 |
|---|---|
| Mean length | 8.053097345 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
emergencyPriority
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.9% |
| Missing (n) | 1 |
| YES | |
|---|---|
| NO | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| YES | 109 | 96.5% | |
| NO | 3 | 2.7% | |
| (Missing) | 1 | 0.9% |
emissionClass
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 0.9% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.9375 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.383827113 |
|---|---|
| Coef of variation | 0.3514481556 |
| Kurtosis | -0.3671804583 |
| Mean | 3.9375 |
| MAD | 1.157366071 |
| Skewness | -1.007684782 |
| Sum | 441 |
| Variance | 1.914977477 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 60 | 53.1% | |
| 4 | 17 | 15.0% | |
| 3 | 14 | 12.4% | |
| 1 | 11 | 9.7% | |
| 2 | 10 | 8.8% | |
| (Missing) | 1 | 0.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 11 | 9.7% | |
| 2 | 10 | 8.8% | |
| 3 | 14 | 12.4% | |
| 4 | 17 | 15.0% | |
| 5 | 60 | 53.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 60 | 53.1% | |
| 4 | 17 | 15.0% | |
| 3 | 14 | 12.4% | |
| 2 | 10 | 8.8% | |
| 1 | 11 | 9.7% |
evPriority
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 12.4% |
| Missing (n) | 14 |
| NO | |
|---|---|
| YES | |
| (Missing) |
| Value | Count | Frequency (%) | |
| NO | 60 | 53.1% | |
| YES | 39 | 34.5% | |
| (Missing) | 14 | 12.4% |
gender
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Male | |
|---|---|
| Female |
| Value | Count | Frequency (%) | |
| Male | 77 | 68.1% | |
| Female | 36 | 31.9% |
| Max length | 6 |
|---|---|
| Mean length | 4.637168142 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
hasCarAccess
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.9% |
| Missing (n) | 1 |
| YES | |
|---|---|
| NO | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| YES | 78 | 69.0% | |
| NO | 34 | 30.1% | |
| (Missing) | 1 | 0.9% |
hasLicence
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 1.8% |
| Missing (n) | 2 |
| YES | |
|---|---|
| NO | 17 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| YES | 94 | 83.2% | |
| NO | 17 | 15.0% | |
| (Missing) | 2 | 1.8% |
mapHelp
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 15.9% |
| Missing (n) | 18 |
| YES | |
|---|---|
| NO | 8 |
| (Missing) |
| Value | Count | Frequency (%) | |
| YES | 87 | 77.0% | |
| NO | 8 | 7.1% | |
| (Missing) | 18 | 15.9% |
mapUsage
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| WEEKLY_MULTI | |
|---|---|
| WEEKLY_ONCE | |
| RARELY |
| Value | Count | Frequency (%) | |
| WEEKLY_MULTI | 47 | 41.6% | |
| WEEKLY_ONCE | 28 | 24.8% | |
| RARELY | 19 | 16.8% | |
| MONTHLY | 19 | 16.8% |
| Max length | 12 |
|---|---|
| Mean length | 9.902654867 |
| Min length | 6 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
passengers
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.14159292 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.551883974 |
|---|---|
| Coef of variation | 0.4939799692 |
| Kurtosis | -1.512955634 |
| Mean | 3.14159292 |
| MAD | 1.379121309 |
| Skewness | -0.08000787724 |
| Sum | 355 |
| Variance | 2.408343869 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 35 | 31.0% | |
| 1 | 24 | 21.2% | |
| 2 | 21 | 18.6% | |
| 3 | 18 | 15.9% | |
| 4 | 15 | 13.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 24 | 21.2% | |
| 2 | 21 | 18.6% | |
| 3 | 18 | 15.9% | |
| 4 | 15 | 13.3% | |
| 5 | 35 | 31.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 35 | 31.0% | |
| 4 | 15 | 13.3% | |
| 3 | 18 | 15.9% | |
| 2 | 21 | 18.6% | |
| 1 | 24 | 21.2% |
pedCycleFreq
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 1.8% |
| Missing (n) | 2 |
| WEEKLY_MULTI | |
|---|---|
| RARELY | |
| WEEKLY_ONCE | 9 |
| Value | Count | Frequency (%) | |
| WEEKLY_MULTI | 56 | 49.6% | |
| RARELY | 39 | 34.5% | |
| WEEKLY_ONCE | 9 | 8.0% | |
| MONTHLY | 7 | 6.2% | |
| (Missing) | 2 | 1.8% |
| Max length | 12 |
|---|---|
| Mean length | 9.380530973 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
PID
Numeric
| Distinct count | 113 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3492005.991 |
|---|---|
| Minimum | 3487170 |
| Maximum | 3563572 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3487170 |
|---|---|
| 5-th percentile | 3487473.8 |
| Q1 | 3488074 |
| Median | 3489890 |
| Q3 | 3491827 |
| 95-th percentile | 3503334.4 |
| Maximum | 3563572 |
| Range | 76402 |
| Interquartile range | 3753 |
Descriptive statistics
| Standard deviation | 9871.946191 |
|---|---|
| Coef of variation | 0.002827012959 |
| Kurtosis | 30.8837691 |
| Mean | 3492005.991 |
| MAD | 4607.738429 |
| Skewness | 5.156015518 |
| Sum | 394596677 |
| Variance | 97455321.6 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[3487170. 3487465.5 3487607. 3489889. 3490068. 3493829.5 3499497. 3563572. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3488506 | 1 | 0.9% | |
| 3489935 | 1 | 0.9% | |
| 3493201 | 1 | 0.9% | |
| 3487571 | 1 | 0.9% | |
| 3488597 | 1 | 0.9% | |
| 3490134 | 1 | 0.9% | |
| 3492439 | 1 | 0.9% | |
| 3488090 | 1 | 0.9% | |
| 3487839 | 1 | 0.9% | |
| 3489888 | 1 | 0.9% | |
| Other values (103) | 103 | 91.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3487170 | 1 | 0.9% | |
| 3487186 | 1 | 0.9% | |
| 3487387 | 1 | 0.9% | |
| 3487463 | 1 | 0.9% | |
| 3487468 | 1 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3563572 | 1 | 0.9% | |
| 3542894 | 1 | 0.9% | |
| 3522462 | 1 | 0.9% | |
| 3514724 | 1 | 0.9% | |
| 3509314 | 1 | 0.9% |
position
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.610619469 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.490647201 |
|---|---|
| Coef of variation | 0.4128508179 |
| Kurtosis | -1.064759166 |
| Mean | 3.610619469 |
| MAD | 1.30346934 |
| Skewness | -0.6548074005 |
| Sum | 408 |
| Variance | 2.222029077 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 46 | 40.7% | |
| 4 | 25 | 22.1% | |
| 1 | 17 | 15.0% | |
| 2 | 14 | 12.4% | |
| 3 | 11 | 9.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 17 | 15.0% | |
| 2 | 14 | 12.4% | |
| 3 | 11 | 9.7% | |
| 4 | 25 | 22.1% | |
| 5 | 46 | 40.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 46 | 40.7% | |
| 4 | 25 | 22.1% | |
| 3 | 11 | 9.7% | |
| 2 | 14 | 12.4% | |
| 1 | 17 | 15.0% |
rank_bus
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -1 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| -1 | 56 | 49.6% | |
| 1 | 30 | 26.5% | |
| 2 | 25 | 22.1% | |
| 3 | 2 | 1.8% |
| Max length | 2 |
|---|---|
| Mean length | 1.495575221 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
rank_car
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| -1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 63 | 55.8% | |
| -1 | 29 | 25.7% | |
| 2 | 18 | 15.9% | |
| 3 | 3 | 2.7% |
| Max length | 2 |
|---|---|
| Mean length | 1.256637168 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
rank_ev
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -1 | |
|---|---|
| 3 | 5 |
| 1 | 5 |
| Value | Count | Frequency (%) | |
| -1 | 99 | 87.6% | |
| 3 | 5 | 4.4% | |
| 1 | 5 | 4.4% | |
| 2 | 4 | 3.5% |
| Max length | 2 |
|---|---|
| Mean length | 1.876106195 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
rank_hgv
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -1 | |
|---|---|
| 7 | 1 |
| 6 | 1 |
| Value | Count | Frequency (%) | |
| -1 | 110 | 97.3% | |
| 7 | 1 | 0.9% | |
| 6 | 1 | 0.9% | |
| 5 | 1 | 0.9% |
| Max length | 2 |
|---|---|
| Mean length | 1.973451327 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
rank_lgv
Highly correlated
This variable is highly correlated with rank_hgv and should be ignored for analysis
| Correlation | 0.9454232014 |
|---|
rank_motorbike
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 5.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.7787610619 |
|---|---|
| Minimum | -1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -1 |
| Q3 | -1 |
| 95-th percentile | -0.2 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.041414845 |
|---|---|
| Coef of variation | -1.337271335 |
| Kurtosis | 27.57569204 |
| Mean | -0.7787610619 |
| MAD | 0.4189834756 |
| Skewness | 5.191948996 |
| Sum | -88 |
| Variance | 1.08454488 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[-1. 0. 6.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -1 | 107 | 94.7% | |
| 1 | 2 | 1.8% | |
| 6 | 1 | 0.9% | |
| 5 | 1 | 0.9% | |
| 4 | 1 | 0.9% | |
| 2 | 1 | 0.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1 | 107 | 94.7% | |
| 1 | 2 | 1.8% | |
| 2 | 1 | 0.9% | |
| 4 | 1 | 0.9% | |
| 5 | 1 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.9% | |
| 5 | 1 | 0.9% | |
| 4 | 1 | 0.9% | |
| 2 | 1 | 0.9% | |
| 1 | 2 | 1.8% |
rank_none
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| -1 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| -1 | 106 | 93.8% | |
| 1 | 7 | 6.2% |
| Max length | 2 |
|---|---|
| Mean length | 1.938053097 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
rideShareUsage
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.9% |
| Missing (n) | 1 |
| WEEKLY_MULTI | |
|---|---|
| RARELY | |
| MONTHLY |
| Value | Count | Frequency (%) | |
| WEEKLY_MULTI | 44 | 38.9% | |
| RARELY | 35 | 31.0% | |
| MONTHLY | 17 | 15.0% | |
| WEEKLY_ONCE | 16 | 14.2% | |
| (Missing) | 1 | 0.9% |
| Max length | 12 |
|---|---|
| Mean length | 9.168141593 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
sharedPriority
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 15.0% |
| Missing (n) | 17 |
| NO | |
|---|---|
| YES | |
| (Missing) |
| Value | Count | Frequency (%) | |
| NO | 66 | 58.4% | |
| YES | 30 | 26.5% | |
| (Missing) | 17 | 15.0% |
signals
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.814159292 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.306225974 |
|---|---|
| Coef of variation | 0.3424675988 |
| Kurtosis | -0.6042327585 |
| Mean | 3.814159292 |
| MAD | 1.096248727 |
| Skewness | -0.7982669857 |
| Sum | 431 |
| Variance | 1.706226296 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 48 | 42.5% | |
| 4 | 27 | 23.9% | |
| 3 | 15 | 13.3% | |
| 2 | 15 | 13.3% | |
| 1 | 8 | 7.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 8 | 7.1% | |
| 2 | 15 | 13.3% | |
| 3 | 15 | 13.3% | |
| 4 | 27 | 23.9% | |
| 5 | 48 | 42.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 48 | 42.5% | |
| 4 | 27 | 23.9% | |
| 3 | 15 | 13.3% | |
| 2 | 15 | 13.3% | |
| 1 | 8 | 7.1% |
socialMediaAcceptance
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 8.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.053097345 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 8.4 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.434281604 |
|---|---|
| Coef of variation | 0.4817404926 |
| Kurtosis | -1.230443989 |
| Mean | 5.053097345 |
| MAD | 2.125303469 |
| Skewness | -0.1346799138 |
| Sum | 571 |
| Variance | 5.925726928 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=9)
Histogram with variable size bins (bins=[1. 9.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7 | 18 | 15.9% | |
| 3 | 17 | 15.0% | |
| 8 | 16 | 14.2% | |
| 6 | 15 | 13.3% | |
| 2 | 11 | 9.7% | |
| 5 | 10 | 8.8% | |
| 4 | 10 | 8.8% | |
| 1 | 10 | 8.8% | |
| 9 | 6 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 8.8% | |
| 2 | 11 | 9.7% | |
| 3 | 17 | 15.0% | |
| 4 | 10 | 8.8% | |
| 5 | 10 | 8.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 6 | 5.3% | |
| 8 | 16 | 14.2% | |
| 7 | 18 | 15.9% | |
| 6 | 15 | 13.3% | |
| 5 | 10 | 8.8% |
socialMediaUsage
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.9% |
| Missing (n) | 1 |
| DAILY | |
|---|---|
| WEEKLY_MULTI | |
| MONTHLY |
| Value | Count | Frequency (%) | |
| DAILY | 70 | 61.9% | |
| WEEKLY_MULTI | 20 | 17.7% | |
| MONTHLY | 19 | 16.8% | |
| WEEKLY_ONCE | 3 | 2.7% | |
| (Missing) | 1 | 0.9% |
| Max length | 12 |
|---|---|
| Mean length | 6.716814159 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
speed
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.610619469 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.345850954 |
|---|---|
| Coef of variation | 0.3727479359 |
| Kurtosis | -0.8030355031 |
| Mean | 3.610619469 |
| MAD | 1.152008771 |
| Skewness | -0.6202580122 |
| Sum | 408 |
| Variance | 1.811314791 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 39 | 34.5% | |
| 4 | 28 | 24.8% | |
| 3 | 21 | 18.6% | |
| 2 | 13 | 11.5% | |
| 1 | 12 | 10.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 12 | 10.6% | |
| 2 | 13 | 11.5% | |
| 3 | 21 | 18.6% | |
| 4 | 28 | 24.8% | |
| 5 | 39 | 34.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 39 | 34.5% | |
| 4 | 28 | 24.8% | |
| 3 | 21 | 18.6% | |
| 2 | 13 | 11.5% | |
| 1 | 12 | 10.6% |
speedFactor
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.601769912 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.473212131 |
|---|---|
| Coef of variation | 0.5662345945 |
| Kurtosis | -1.185805286 |
| Mean | 2.601769912 |
| MAD | 1.28686663 |
| Skewness | 0.4450107987 |
| Sum | 294 |
| Variance | 2.170353982 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 36 | 31.9% | |
| 2 | 25 | 22.1% | |
| 5 | 20 | 17.7% | |
| 3 | 20 | 17.7% | |
| 4 | 12 | 10.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 36 | 31.9% | |
| 2 | 25 | 22.1% | |
| 3 | 20 | 17.7% | |
| 4 | 12 | 10.6% | |
| 5 | 20 | 17.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 20 | 17.7% | |
| 4 | 12 | 10.6% | |
| 3 | 20 | 17.7% | |
| 2 | 25 | 22.1% | |
| 1 | 36 | 31.9% |
stopTime
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.92920354 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.347728341 |
|---|---|
| Coef of variation | 0.3430029337 |
| Kurtosis | -0.3327542617 |
| Mean | 3.92920354 |
| MAD | 1.123032344 |
| Skewness | -0.9830392442 |
| Sum | 444 |
| Variance | 1.816371681 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 58 | 51.3% | |
| 4 | 19 | 16.8% | |
| 3 | 16 | 14.2% | |
| 2 | 10 | 8.8% | |
| 1 | 10 | 8.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 8.8% | |
| 2 | 10 | 8.8% | |
| 3 | 16 | 14.2% | |
| 4 | 19 | 16.8% | |
| 5 | 58 | 51.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 58 | 51.3% | |
| 4 | 19 | 16.8% | |
| 3 | 16 | 14.2% | |
| 2 | 10 | 8.8% | |
| 1 | 10 | 8.8% |
tlGripe
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 9.7% |
| Missing (n) | 11 |
| STARTSTOP | |
|---|---|
| WAITING | |
| SUDDENRED | |
| (Missing) |
| Value | Count | Frequency (%) | |
| STARTSTOP | 45 | 39.8% | |
| WAITING | 42 | 37.2% | |
| SUDDENRED | 15 | 13.3% | |
| (Missing) | 11 | 9.7% |
| Max length | 9 |
|---|---|
| Mean length | 7.672566372 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
totalStops
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.911504425 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.313103753 |
|---|---|
| Coef of variation | 0.3357029957 |
| Kurtosis | -0.04866897874 |
| Mean | 3.911504425 |
| MAD | 1.06022398 |
| Skewness | -1.038380439 |
| Sum | 442 |
| Variance | 1.724241466 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 53 | 46.9% | |
| 4 | 25 | 22.1% | |
| 3 | 18 | 15.9% | |
| 1 | 11 | 9.7% | |
| 2 | 6 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 11 | 9.7% | |
| 2 | 6 | 5.3% | |
| 3 | 18 | 15.9% | |
| 4 | 25 | 22.1% | |
| 5 | 53 | 46.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 53 | 46.9% | |
| 4 | 25 | 22.1% | |
| 3 | 18 | 15.9% | |
| 2 | 6 | 5.3% | |
| 1 | 11 | 9.7% |
tradePriority
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 4.4% |
| Missing (n) | 5 |
| NO | |
|---|---|
| YES | 11 |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| NO | 97 | 85.8% | |
| YES | 11 | 9.7% | |
| (Missing) | 5 | 4.4% |
UTMAcceptance
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 9.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.663716814 |
|---|---|
| Minimum | -1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.740602839 |
|---|---|
| Coef of variation | 0.4112724047 |
| Kurtosis | 0.424969059 |
| Mean | 6.663716814 |
| MAD | 2.157099225 |
| Skewness | -0.9621964395 |
| Sum | 753 |
| Variance | 7.510903919 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[-1. 4.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 25 | 22.1% | |
| 7 | 18 | 15.9% | |
| 10 | 17 | 15.0% | |
| 5 | 13 | 11.5% | |
| 9 | 11 | 9.7% | |
| 6 | 10 | 8.8% | |
| 3 | 5 | 4.4% | |
| 1 | 5 | 4.4% | |
| 2 | 4 | 3.5% | |
| -1 | 3 | 2.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1 | 3 | 2.7% | |
| 1 | 5 | 4.4% | |
| 2 | 4 | 3.5% | |
| 3 | 5 | 4.4% | |
| 4 | 2 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 17 | 15.0% | |
| 9 | 11 | 9.7% | |
| 8 | 25 | 22.1% | |
| 7 | 18 | 15.9% | |
| 6 | 10 | 8.8% |
vehicleType
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.088495575 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.299433408 |
|---|---|
| Coef of variation | 0.3178267858 |
| Kurtosis | 0.5029414064 |
| Mean | 4.088495575 |
| MAD | 1.032500587 |
| Skewness | -1.310252868 |
| Sum | 462 |
| Variance | 1.688527181 |
| Memory size | 1.0 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 64 | 56.6% | |
| 4 | 21 | 18.6% | |
| 3 | 12 | 10.6% | |
| 1 | 10 | 8.8% | |
| 2 | 6 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 8.8% | |
| 2 | 6 | 5.3% | |
| 3 | 12 | 10.6% | |
| 4 | 21 | 18.6% | |
| 5 | 64 | 56.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 64 | 56.6% | |
| 4 | 21 | 18.6% | |
| 3 | 12 | 10.6% | |
| 2 | 6 | 5.3% | |
| 1 | 10 | 8.8% |
First rows
| age | busPriority | deliveryMode | distance | duration | education | emergencyPriority | emissionClass | evPriority | gender | hasCarAccess | hasLicence | mapHelp | mapUsage | passengers | pedCycleFreq | PID | position | rank_bus | rank_car | rank_ev | rank_hgv | rank_lgv | rank_motorbike | rank_none | rideShareUsage | sharedPriority | signals | socialMediaAcceptance | socialMediaUsage | speed | speedFactor | stopTime | tlGripe | totalStops | tradePriority | UTMAcceptance | vehicleType | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 25-39 | YES | BUILTIN | 4 | 4 | MASTERS | YES | 5.0 | YES | Male | YES | YES | YES | WEEKLY_MULTI | 4 | WEEKLY_ONCE | 3487170 | 5 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_ONCE | YES | 5 | 7 | DAILY | 5 | 2 | 5 | STARTSTOP | 5 | YES | 10 | 5 |
| 1 | 25-39 | NO | THIRDPARTY | 3 | 3 | BACHELORS | YES | 4.0 | NO | Female | YES | YES | YES | MONTHLY | 3 | RARELY | 3487186 | 4 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | MONTHLY | NO | 4 | 6 | DAILY | 3 | 3 | 2 | STARTSTOP | 4 | NO | 7 | 4 |
| 2 | 25-39 | YES | BUILTIN | 5 | 5 | MASTERS | YES | 5.0 | YES | Male | NO | YES | YES | WEEKLY_MULTI | 4 | RARELY | 3487492 | 5 | 1 | 2 | 3 | 5 | 4 | 6 | -1 | WEEKLY_MULTI | YES | 5 | 7 | DAILY | 3 | 2 | 5 | WAITING | 5 | NO | 8 | 5 |
| 3 | 25-39 | NaN | BUILTIN | 5 | 5 | MASTERS | YES | 5.0 | YES | Male | YES | YES | YES | RARELY | 5 | WEEKLY_MULTI | 3487506 | 5 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | YES | 5 | 9 | DAILY | 4 | 3 | 5 | SUDDENRED | 5 | NO | 9 | 5 |
| 4 | 18-24 | YES | APP | 4 | 4 | BACHELORS | YES | 2.0 | NO | Male | YES | YES | YES | WEEKLY_MULTI | 2 | WEEKLY_MULTI | 3487516 | 4 | 2 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | NO | 2 | 2 | DAILY | 4 | 2 | 3 | STARTSTOP | 3 | NO | 5 | 2 |
| 5 | 25-39 | NO | BUILTIN | 5 | 5 | MASTERS | YES | 5.0 | NO | Male | NO | YES | YES | MONTHLY | 4 | WEEKLY_MULTI | 3487517 | 5 | 2 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | NO | 5 | 8 | DAILY | 5 | 4 | 5 | WAITING | 5 | NO | 9 | 5 |
| 6 | 25-39 | YES | THIRDPARTY | 5 | 5 | MASTERS | YES | 5.0 | NO | Male | YES | YES | YES | WEEKLY_MULTI | 5 | WEEKLY_MULTI | 3487592 | 4 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | MONTHLY | NO | 5 | 5 | DAILY | 2 | 2 | 5 | STARTSTOP | 5 | NO | 8 | 5 |
| 7 | 25-39 | YES | THIRDPARTY | 5 | 5 | MASTERS | YES | 5.0 | NO | Male | NO | NO | NaN | RARELY | 4 | WEEKLY_MULTI | 3487839 | 2 | 2 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | NO | 5 | 5 | DAILY | 4 | 2 | 4 | WAITING | 5 | NO | 7 | 5 |
| 8 | 25-39 | NO | THIRDPARTY | 5 | 5 | DOCTORATE | YES | 5.0 | NO | Male | YES | YES | YES | WEEKLY_MULTI | 5 | WEEKLY_MULTI | 3487959 | 2 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | NO | 5 | 3 | DAILY | 1 | 1 | 5 | WAITING | 5 | NO | 3 | 5 |
| 9 | 60+ | YES | THIRDPARTY | 5 | 4 | DIPLOMA | YES | 5.0 | NO | Male | YES | YES | NaN | RARELY | 5 | WEEKLY_MULTI | 3488074 | 5 | 1 | 3 | 2 | -1 | -1 | -1 | -1 | WEEKLY_ONCE | YES | 5 | 4 | WEEKLY_MULTI | 4 | 3 | 5 | STARTSTOP | 5 | NO | 8 | 5 |
Last rows
| age | busPriority | deliveryMode | distance | duration | education | emergencyPriority | emissionClass | evPriority | gender | hasCarAccess | hasLicence | mapHelp | mapUsage | passengers | pedCycleFreq | PID | position | rank_bus | rank_car | rank_ev | rank_hgv | rank_lgv | rank_motorbike | rank_none | rideShareUsage | sharedPriority | signals | socialMediaAcceptance | socialMediaUsage | speed | speedFactor | stopTime | tlGripe | totalStops | tradePriority | UTMAcceptance | vehicleType | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 103 | 40-59 | YES | APP | 5 | 5 | DIPLOMA | YES | 5.0 | NO | Female | YES | YES | YES | MONTHLY | 5 | RARELY | 3498718 | 5 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | RARELY | NO | 5 | 1 | DAILY | 1 | 1 | 5 | STARTSTOP | 5 | NO | 8 | 5 |
| 104 | 60+ | YES | BUILTIN | 5 | 5 | BACHELORS | YES | 5.0 | YES | Male | NaN | NaN | YES | WEEKLY_ONCE | 5 | RARELY | 3507922 | 5 | 1 | -1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_ONCE | YES | 4 | 5 | DAILY | 4 | 3 | 5 | NaN | 5 | YES | 10 | 5 |
| 105 | 60+ | YES | BUILTIN | 5 | 4 | MASTERS | YES | 5.0 | YES | Male | YES | YES | YES | WEEKLY_ONCE | 1 | WEEKLY_MULTI | 3509314 | 5 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NO | 5 | 5 | MONTHLY | 5 | 1 | 5 | WAITING | 4 | NO | 5 | 5 |
| 106 | 25-39 | NO | BUILTIN | 5 | 5 | MASTERS | YES | 5.0 | YES | Male | YES | YES | NaN | RARELY | 5 | WEEKLY_ONCE | 3542894 | 5 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_ONCE | YES | 5 | 6 | DAILY | 5 | 5 | 5 | WAITING | 5 | NO | 7 | 5 |
| 107 | 40-59 | YES | BUILTIN | 5 | 5 | HIGHSCHOOL | YES | 5.0 | NO | Female | YES | YES | NaN | MONTHLY | 5 | RARELY | 3498377 | 5 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NO | 5 | 7 | WEEKLY_MULTI | 5 | 3 | 5 | WAITING | 5 | NO | 10 | 5 |
| 108 | 25-39 | YES | THIRDPARTY | 3 | 3 | MASTERS | YES | 5.0 | NaN | Male | NO | YES | NaN | WEEKLY_ONCE | 2 | WEEKLY_MULTI | 3498425 | 2 | 1 | -1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NaN | 2 | 5 | WEEKLY_MULTI | 5 | 5 | 5 | STARTSTOP | 5 | YES | 8 | 5 |
| 109 | 25-39 | NO | NOSHARE | 1 | 1 | MASTERS | NO | 1.0 | NO | Female | NO | NO | YES | WEEKLY_MULTI | 1 | WEEKLY_MULTI | 3500276 | 1 | 2 | 1 | 3 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NO | 1 | 1 | WEEKLY_ONCE | 1 | 1 | 1 | WAITING | 1 | NO | 6 | 1 |
| 110 | 40-59 | YES | NOSHARE | 2 | 2 | DIPLOMA | YES | 2.0 | NO | Female | YES | YES | YES | WEEKLY_ONCE | 2 | WEEKLY_MULTI | 3514724 | 3 | 2 | 1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NO | 3 | 4 | WEEKLY_MULTI | 3 | 2 | 2 | STARTSTOP | 2 | NO | 5 | 3 |
| 111 | 25-39 | YES | NOSHARE | 1 | 1 | MASTERS | YES | 5.0 | NaN | Male | NO | NaN | NO | WEEKLY_MULTI | 1 | WEEKLY_MULTI | 3522462 | 1 | 1 | -1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NaN | 3 | 1 | DAILY | 3 | 1 | 1 | STARTSTOP | 3 | NO | 1 | 5 |
| 112 | 60+ | NaN | THIRDPARTY | 5 | 5 | OTHER | YES | 3.0 | NaN | Male | YES | YES | NaN | RARELY | 5 | RARELY | 3563572 | 4 | -1 | 1 | -1 | -1 | -1 | -1 | -1 | WEEKLY_MULTI | NO | 3 | 3 | MONTHLY | 2 | 2 | 5 | WAITING | 5 | NO | 6 | 4 |